gpt-5_triton_f88811
GQA paged decode h32 kv4 d128 ps1 · num_pages = 1070 · batch_size = 16 · len_indptr = 17 · num_kv_indices = 1020 · bf16 · run 01a02032-5796…
●passedReported evidence
Not re-observed recently.
Primary measurement
73.8µsmean
Rank 1 in its comparison group · source-native comparison · observed 2026-03-28
124.44× reference
Identity
implementationgpt-5_triton_f88811
projectgpt-5-2025-08-07
revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c
workloadnum_pages = 1070 · batch_size = 16 · len_indptr = 17 · num_kv_indices = 1020 · bf16
comparison keysha256:ea7cb57d1313e135…
sourceFlashInfer-Bench
sha256:37fdcbc136a42835e77b214…
Correctness
comparatorflashinfer_bench_eval
max absolute error0.0009765625
max relative error0.011090029031038284
resultpassed
Workload
num_pages1070
batch_size16
len_indptr17
num_kv_indices1020
qbf16 [16, 32, 128]
k_cachebf16 [1070, 1, 4, 128]
v_cachebf16 [1070, 1, 4, 128]
kv_indptrint32 [17]
kv_indicesint32 [1020]
definition comparatorsol_execbench_eval
Measurements
latency · mean73.8 µs
Protocol
harnessflashinfer-bench
timerharness_reported
primaryStatisticmean
correctnessReferencedefinition reference implementation
comparabilityFamilyflashinfer_bench_trace
Environment
gpuNVIDIA B200 (unknown)
cudaToolkit12.8
frameworkpytorch 2.9.1+cu128
Artifacts
No artifacts published with this run.
Replications and notes
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Community attestations. They never change the evidence level; only a KernelIndex-controlled rerun does.
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{
"run": {
"kind": "BenchmarkRun",
"spec": {
"status": "passed",
"timing": {
"latencyNs": {
"mean": 73819
},
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},
"observedAt": "2026-03-28T14:54:44.456Z",
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},
"sourceNative": {
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"metadata": {
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"protocol": {
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}
}Cite this record (permalink, digest, access date)
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Published 2026-08-20 · FlashInfer-Bench · Apache-2.0All results for GQA paged decode h32 kv4 d128 ps1 →JSON